mirror of
https://github.com/Mintplex-Labs/anything-llm.git
synced 2025-03-13 05:32:24 +00:00
Add querySelectorAll capability to web-scraping block (#3186)
* Add `querySelectorAll` capability to web-scraping block * patches and fallbacks * fix styles of text in web scraping block --------- Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
This commit is contained in:
Timothy Carambat
GitHub
parent
ea8454ea79
commit
b6d3a411b1
9 changed files with 225 additions and 17 deletions
collector
frontend/src/pages/Admin/AgentBuilder
server
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@ -83,9 +83,9 @@ app.post(
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"/util/get-link",
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[verifyPayloadIntegrity],
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async function (request, response) {
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const { link } = reqBody(request);
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const { link, captureAs = "text" } = reqBody(request);
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try {
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const { success, content = null } = await getLinkText(link);
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const { success, content = null } = await getLinkText(link, captureAs);
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response.status(200).json({ url: link, success, content });
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} catch (e) {
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console.error(e);
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@ -6,9 +6,20 @@ const { writeToServerDocuments } = require("../../utils/files");
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const { tokenizeString } = require("../../utils/tokenizer");
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const { default: slugify } = require("slugify");
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async function scrapeGenericUrl(link, textOnly = false) {
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console.log(`-- Working URL ${link} --`);
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const content = await getPageContent(link);
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/**
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* Scrape a generic URL and return the content in the specified format
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* @param {string} link - The URL to scrape
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* @param {('html' | 'text')} captureAs - The format to capture the page content as
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* @param {boolean} processAsDocument - Whether to process the content as a document or return the content directly
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* @returns {Promise<Object>} - The content of the page
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*/
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async function scrapeGenericUrl(
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link,
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captureAs = "text",
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processAsDocument = true
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) {
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console.log(`-- Working URL ${link} => (${captureAs}) --`);
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const content = await getPageContent(link, captureAs);
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if (!content.length) {
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console.error(`Resulting URL content was empty at ${link}.`);
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@ -19,7 +30,7 @@ async function scrapeGenericUrl(link, textOnly = false) {
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};
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}
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if (textOnly) {
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if (!processAsDocument) {
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return {
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success: true,
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content,
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@ -52,7 +63,13 @@ async function scrapeGenericUrl(link, textOnly = false) {
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return { success: true, reason: null, documents: [document] };
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}
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async function getPageContent(link) {
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/**
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* Get the content of a page
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* @param {string} link - The URL to get the content of
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* @param {('html' | 'text')} captureAs - The format to capture the page content as
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* @returns {Promise<string>} - The content of the page
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*/
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async function getPageContent(link, captureAs = "text") {
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try {
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let pageContents = [];
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const loader = new PuppeteerWebBaseLoader(link, {
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@ -64,7 +81,11 @@ async function getPageContent(link) {
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waitUntil: "networkidle2",
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},
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async evaluate(page, browser) {
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const result = await page.evaluate(() => document.body.innerText);
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const result = await page.evaluate((captureAs) => {
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if (captureAs === "text") return document.body.innerText;
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if (captureAs === "html") return document.documentElement.innerHTML;
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return document.body.innerText;
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}, captureAs);
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await browser.close();
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return result;
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},
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@ -6,9 +6,15 @@ async function processLink(link) {
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return await scrapeGenericUrl(link);
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}
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async function getLinkText(link) {
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/**
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* Get the text content of a link
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* @param {string} link - The link to get the text content of
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* @param {('html' | 'text' | 'json')} captureAs - The format to capture the page content as
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* @returns {Promise<{success: boolean, content: string}>} - Response from collector
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*/
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async function getLinkText(link, captureAs = "text") {
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if (!validURL(link)) return { success: false, reason: "Not a valid URL." };
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return await scrapeGenericUrl(link, true);
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return await scrapeGenericUrl(link, captureAs, false);
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}
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module.exports = {
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@ -126,6 +126,8 @@ const BLOCK_INFO = {
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description: "Scrape content from a webpage",
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defaultConfig: {
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url: "",
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captureAs: "text",
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querySelector: "",
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resultVariable: "",
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},
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getSummary: (config) => config.url || "No URL specified",
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@ -25,6 +25,48 @@ export default function WebScrapingNode({
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/>
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</div>
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<div>
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<label className="block text-sm font-medium text-theme-text-primary mb-2">
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Capture Page Content As
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</label>
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<select
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value={config.captureAs}
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onChange={(e) => onConfigChange({ captureAs: e.target.value })}
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className="w-full border-none bg-theme-settings-input-bg text-theme-text-primary text-sm rounded-lg focus:outline-primary-button active:outline-primary-button outline-none p-2.5"
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>
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{[
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{ label: "Text content only", value: "text" },
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{ label: "Raw HTML", value: "html" },
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{ label: "CSS Query Selector", value: "querySelector" },
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].map((captureAs) => (
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<option
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key={captureAs.value}
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value={captureAs.value}
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className="bg-theme-settings-input-bg"
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>
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{captureAs.label}
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</option>
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))}
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</select>
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</div>
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{config.captureAs === "querySelector" && (
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<div>
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<label className="block text-sm font-medium text-theme-text-primary mb-2">
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Query Selector
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</label>
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<p className="text-xs text-theme-text-secondary mb-2">
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Enter a valid CSS selector to scrape the content of the page.
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</p>
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<input
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value={config.querySelector}
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onChange={(e) => onConfigChange({ querySelector: e.target.value })}
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placeholder=".article-content, #content, .main-content, etc."
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className="w-full border-none bg-theme-settings-input-bg text-theme-text-primary text-sm rounded-lg focus:outline-primary-button active:outline-primary-button outline-none p-2.5"
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/>
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</div>
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)}
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<div>
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<label className="block text-sm font-medium text-theme-text-primary mb-2">
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Result Variable
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@ -43,6 +43,7 @@
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"body-parser": "^1.20.2",
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"chalk": "^4",
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"check-disk-space": "^3.4.0",
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"cheerio": "^1.0.0",
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"chromadb": "^1.5.2",
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"cohere-ai": "^7.9.5",
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"cors": "^2.8.5",
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@ -10,15 +10,22 @@ const { summarizeContent } = require("../../agents/aibitat/utils/summarize");
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* @returns {Promise<string>} Scraped content
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*/
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async function executeWebScraping(config, context) {
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const { url } = config;
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const { url, captureAs = "text" } = config;
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const { introspect, model, provider } = context;
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if (!url) {
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throw new Error("URL is required for web scraping");
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}
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introspect(`Scraping the content of ${url}`);
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const { success, content } = await new CollectorApi().getLinkContent(url);
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// Remap the captureAs to the correct mode for the CollectorApi
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const captureMode = captureAs === "querySelector" ? "html" : captureAs;
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introspect(`Scraping the content of ${url} as ${captureAs}`);
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const { success, content } = await new CollectorApi()
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.getLinkContent(url, captureMode)
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.then((res) => {
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if (captureAs !== "querySelector") return res;
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return parseHTMLwithSelector(res.content, config.querySelector, context);
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});
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if (!success) {
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introspect(`Could not scrape ${url}. Cannot use this page's content.`);
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@ -52,4 +59,38 @@ async function executeWebScraping(config, context) {
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return summary;
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}
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/**
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* Parse HTML with a CSS selector
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* @param {string} html - The HTML to parse
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* @param {string|null} selector - The CSS selector to use (as text string)
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* @param {{introspect: Function}} context - The context object
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* @returns {Object} The parsed content
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*/
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function parseHTMLwithSelector(html, selector = null, context) {
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if (!selector || selector.length === 0) {
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context.introspect("No selector provided. Returning the entire HTML.");
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return { success: true, content: html };
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}
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const Cheerio = require("cheerio");
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const $ = Cheerio.load(html);
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const selectedElements = $(selector);
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let content;
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if (selectedElements.length === 0) {
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return { success: false, content: null };
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} else if (selectedElements.length === 1) {
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content = selectedElements.html();
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} else {
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context.introspect(
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`Found ${selectedElements.length} elements matching selector: ${selector}`
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);
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content = selectedElements
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.map((_, element) => $(element).html())
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.get()
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.join("\n");
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}
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return { success: true, content };
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}
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module.exports = executeWebScraping;
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@ -148,10 +148,10 @@ class CollectorApi {
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});
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}
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async getLinkContent(link = "") {
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async getLinkContent(link = "", captureAs = "text") {
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if (!link) return false;
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const data = JSON.stringify({ link });
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const data = JSON.stringify({ link, captureAs });
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return await fetch(`${this.endpoint}/util/get-link`, {
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method: "POST",
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headers: {
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@ -2490,6 +2490,35 @@ check-disk-space@^3.4.0:
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resolved "https://registry.yarnpkg.com/check-disk-space/-/check-disk-space-3.4.0.tgz#eb8e69eee7a378fd12e35281b8123a8b4c4a8ff7"
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integrity sha512-drVkSqfwA+TvuEhFipiR1OC9boEGZL5RrWvVsOthdcvQNXyCCuKkEiTOTXZ7qxSf/GLwq4GvzfrQD/Wz325hgw==
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cheerio-select@^2.1.0:
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version "2.1.0"
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resolved "https://registry.yarnpkg.com/cheerio-select/-/cheerio-select-2.1.0.tgz#4d8673286b8126ca2a8e42740d5e3c4884ae21b4"
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integrity sha512-9v9kG0LvzrlcungtnJtpGNxY+fzECQKhK4EGJX2vByejiMX84MFNQw4UxPJl3bFbTMw+Dfs37XaIkCwTZfLh4g==
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dependencies:
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boolbase "^1.0.0"
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css-select "^5.1.0"
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css-what "^6.1.0"
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domelementtype "^2.3.0"
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domhandler "^5.0.3"
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domutils "^3.0.1"
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cheerio@^1.0.0:
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version "1.0.0"
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resolved "https://registry.yarnpkg.com/cheerio/-/cheerio-1.0.0.tgz#1ede4895a82f26e8af71009f961a9b8cb60d6a81"
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integrity sha512-quS9HgjQpdaXOvsZz82Oz7uxtXiy6UIsIQcpBj7HRw2M63Skasm9qlDocAM7jNuaxdhpPU7c4kJN+gA5MCu4ww==
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dependencies:
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cheerio-select "^2.1.0"
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dom-serializer "^2.0.0"
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domhandler "^5.0.3"
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domutils "^3.1.0"
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encoding-sniffer "^0.2.0"
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htmlparser2 "^9.1.0"
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parse5 "^7.1.2"
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parse5-htmlparser2-tree-adapter "^7.0.0"
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parse5-parser-stream "^7.1.2"
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undici "^6.19.5"
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whatwg-mimetype "^4.0.0"
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chokidar@^3.5.2:
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version "3.6.0"
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resolved "https://registry.yarnpkg.com/chokidar/-/chokidar-3.6.0.tgz#197c6cc669ef2a8dc5e7b4d97ee4e092c3eb0d5b"
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@ -2963,6 +2992,15 @@ domutils@^3.0.1:
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domelementtype "^2.3.0"
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domhandler "^5.0.3"
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domutils@^3.1.0:
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version "3.2.2"
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resolved "https://registry.yarnpkg.com/domutils/-/domutils-3.2.2.tgz#edbfe2b668b0c1d97c24baf0f1062b132221bc78"
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integrity sha512-6kZKyUajlDuqlHKVX1w7gyslj9MPIXzIFiz/rGu35uC1wMi+kMhQwGhl4lt9unC9Vb9INnY9Z3/ZA3+FhASLaw==
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dependencies:
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dom-serializer "^2.0.0"
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domelementtype "^2.3.0"
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domhandler "^5.0.3"
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dotenv@^16.0.3:
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version "16.4.5"
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resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-16.4.5.tgz#cdd3b3b604cb327e286b4762e13502f717cb099f"
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@ -3012,6 +3050,14 @@ encodeurl@~1.0.2:
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resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-1.0.2.tgz#ad3ff4c86ec2d029322f5a02c3a9a606c95b3f59"
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integrity sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w==
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encoding-sniffer@^0.2.0:
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version "0.2.0"
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resolved "https://registry.yarnpkg.com/encoding-sniffer/-/encoding-sniffer-0.2.0.tgz#799569d66d443babe82af18c9f403498365ef1d5"
|
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integrity sha512-ju7Wq1kg04I3HtiYIOrUrdfdDvkyO9s5XM8QAj/bN61Yo/Vb4vgJxy5vi4Yxk01gWHbrofpPtpxM8bKger9jhg==
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dependencies:
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iconv-lite "^0.6.3"
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whatwg-encoding "^3.1.1"
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encoding@^0.1.13:
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version "0.1.13"
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resolved "https://registry.yarnpkg.com/encoding/-/encoding-0.1.13.tgz#56574afdd791f54a8e9b2785c0582a2d26210fa9"
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@ -3026,7 +3072,7 @@ end-of-stream@^1.1.0, end-of-stream@^1.4.1:
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dependencies:
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once "^1.4.0"
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entities@^4.2.0:
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entities@^4.2.0, entities@^4.5.0:
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version "4.5.0"
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resolved "https://registry.yarnpkg.com/entities/-/entities-4.5.0.tgz#5d268ea5e7113ec74c4d033b79ea5a35a488fb48"
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integrity sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw==
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@ -3882,6 +3928,16 @@ hermes-parser@0.20.1:
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dependencies:
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hermes-estree "0.20.1"
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htmlparser2@^9.1.0:
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version "9.1.0"
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resolved "https://registry.yarnpkg.com/htmlparser2/-/htmlparser2-9.1.0.tgz#cdb498d8a75a51f739b61d3f718136c369bc8c23"
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integrity sha512-5zfg6mHUoaer/97TxnGpxmbR7zJtPwIYFMZ/H5ucTlPZhKvtum05yiPK3Mgai3a0DyVxv7qYqoweaEd2nrYQzQ==
|
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dependencies:
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domelementtype "^2.3.0"
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domhandler "^5.0.3"
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domutils "^3.1.0"
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entities "^4.5.0"
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http-errors@2.0.0:
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version "2.0.0"
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resolved "https://registry.yarnpkg.com/http-errors/-/http-errors-2.0.0.tgz#b7774a1486ef73cf7667ac9ae0858c012c57b9d3"
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|
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@ -3943,7 +3999,7 @@ iconv-lite@0.4.24, iconv-lite@^0.4.24:
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dependencies:
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safer-buffer ">= 2.1.2 < 3"
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iconv-lite@^0.6.2, iconv-lite@^0.6.3:
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iconv-lite@0.6.3, iconv-lite@^0.6.2, iconv-lite@^0.6.3:
|
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version "0.6.3"
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resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.6.3.tgz#a52f80bf38da1952eb5c681790719871a1a72501"
|
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integrity sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==
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@ -5342,6 +5398,28 @@ parent-module@^1.0.0:
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dependencies:
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callsites "^3.0.0"
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parse5-htmlparser2-tree-adapter@^7.0.0:
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version "7.1.0"
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resolved "https://registry.yarnpkg.com/parse5-htmlparser2-tree-adapter/-/parse5-htmlparser2-tree-adapter-7.1.0.tgz#b5a806548ed893a43e24ccb42fbb78069311e81b"
|
||||
integrity sha512-ruw5xyKs6lrpo9x9rCZqZZnIUntICjQAd0Wsmp396Ul9lN/h+ifgVV1x1gZHi8euej6wTfpqX8j+BFQxF0NS/g==
|
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dependencies:
|
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domhandler "^5.0.3"
|
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parse5 "^7.0.0"
|
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|
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parse5-parser-stream@^7.1.2:
|
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version "7.1.2"
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resolved "https://registry.yarnpkg.com/parse5-parser-stream/-/parse5-parser-stream-7.1.2.tgz#d7c20eadc37968d272e2c02660fff92dd27e60e1"
|
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integrity sha512-JyeQc9iwFLn5TbvvqACIF/VXG6abODeB3Fwmv/TGdLk2LfbWkaySGY72at4+Ty7EkPZj854u4CrICqNk2qIbow==
|
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dependencies:
|
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parse5 "^7.0.0"
|
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|
||||
parse5@^7.0.0, parse5@^7.1.2:
|
||||
version "7.2.1"
|
||||
resolved "https://registry.yarnpkg.com/parse5/-/parse5-7.2.1.tgz#8928f55915e6125f430cc44309765bf17556a33a"
|
||||
integrity sha512-BuBYQYlv1ckiPdQi/ohiivi9Sagc9JG+Ozs0r7b/0iK3sKmrb0b9FdWdBbOdx6hBCM/F9Ir82ofnBhtZOjCRPQ==
|
||||
dependencies:
|
||||
entities "^4.5.0"
|
||||
|
||||
parseurl@~1.3.3:
|
||||
version "1.3.3"
|
||||
resolved "https://registry.yarnpkg.com/parseurl/-/parseurl-1.3.3.tgz#9da19e7bee8d12dff0513ed5b76957793bc2e8d4"
|
||||
|
|
@ -6482,6 +6560,11 @@ undici-types@~5.26.4:
|
|||
resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-5.26.5.tgz#bcd539893d00b56e964fd2657a4866b221a65617"
|
||||
integrity sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==
|
||||
|
||||
undici@^6.19.5:
|
||||
version "6.21.1"
|
||||
resolved "https://registry.yarnpkg.com/undici/-/undici-6.21.1.tgz#336025a14162e6837e44ad7b819b35b6c6af0e05"
|
||||
integrity sha512-q/1rj5D0/zayJB2FraXdaWxbhWiNKDvu8naDT2dl1yTlvJp4BLtOcp2a5BvgGNQpYYJzau7tf1WgKv3b+7mqpQ==
|
||||
|
||||
undici@~5.28.4:
|
||||
version "5.28.4"
|
||||
resolved "https://registry.yarnpkg.com/undici/-/undici-5.28.4.tgz#6b280408edb6a1a604a9b20340f45b422e373068"
|
||||
|
|
@ -6580,11 +6663,23 @@ webidl-conversions@^3.0.0:
|
|||
resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871"
|
||||
integrity sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==
|
||||
|
||||
whatwg-encoding@^3.1.1:
|
||||
version "3.1.1"
|
||||
resolved "https://registry.yarnpkg.com/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz#d0f4ef769905d426e1688f3e34381a99b60b76e5"
|
||||
integrity sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==
|
||||
dependencies:
|
||||
iconv-lite "0.6.3"
|
||||
|
||||
whatwg-fetch@^3.4.1, whatwg-fetch@^3.6.20:
|
||||
version "3.6.20"
|
||||
resolved "https://registry.yarnpkg.com/whatwg-fetch/-/whatwg-fetch-3.6.20.tgz#580ce6d791facec91d37c72890995a0b48d31c70"
|
||||
integrity sha512-EqhiFU6daOA8kpjOWTL0olhVOF3i7OrFzSYiGsEMB8GcXS+RrzauAERX65xMeNWVqxA6HXH2m69Z9LaKKdisfg==
|
||||
|
||||
whatwg-mimetype@^4.0.0:
|
||||
version "4.0.0"
|
||||
resolved "https://registry.yarnpkg.com/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz#bc1bf94a985dc50388d54a9258ac405c3ca2fc0a"
|
||||
integrity sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==
|
||||
|
||||
whatwg-url@^5.0.0:
|
||||
version "5.0.0"
|
||||
resolved "https://registry.yarnpkg.com/whatwg-url/-/whatwg-url-5.0.0.tgz#966454e8765462e37644d3626f6742ce8b70965d"
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue